{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "9f6530fb-070c-4393-8ac8-46f0f54d97ab",
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "x_l, x_r, y_b, y_t = 0, 1, 0, 1\n",
    "nx, ny = 512, 512\n",
    "dx, dy = (x_r - x_l) / nx, (y_t - y_b) / ny"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "4c4b7fa8-cd77-4e4c-94ea-9579e8b96dbb",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 500x400 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "x, y = np.linspace(x_l, x_r, nx + 1), np.linspace(y_b, y_t, nx + 1)\n",
    "# initial condition\n",
    "u, f = np.zeros((ny + 1, nx + 1)), np.zeros((ny + 1, nx + 1))\n",
    "for i in range(ny + 1): # for y\n",
    "    for j in range(nx +1): # for x\n",
    "        u[i, j] = np.sin(2 * np.pi * x[j]) * np.sin(2 * np.pi * y[i]) + (1 / 16**2) * np.sin(32 * np.pi * x[j]) * np.sin(32 * np.pi * y[i])\n",
    "        f[i, j] = -8 * np.pi**2 * np.sin(2 * np.pi * x[j]) * np.sin(2 * np.pi * y[i]) - 8 * np.pi**2 * np.sin(32 * np.pi * x[j]) * np.sin(32 * np.pi * y[i])\n",
    "        \n",
    "plt.figure(figsize=(5, 4), dpi=100)\n",
    "plt.imshow(u, extent=[0, 1, 0, 1], cmap=\"jet\", origin=\"lower\")\n",
    "plt.colorbar()\n",
    "plt.tight_layout()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "21d14bc6-8d67-49f0-b6c5-42e575be5cdd",
   "metadata": {},
   "outputs": [],
   "source": [
    "kx, ky = np.zeros(nx), np.zeros(ny)\n",
    "data, data1 = np.zeros((ny, nx), dtype=complex), np.zeros((ny, nx), dtype=complex)\n",
    "\n",
    "def ps_fft():\n",
    "    eps = 1e-6\n",
    "    hx = 2 * np.pi / (nx * dx)\n",
    "    for i in range(int(nx / 2)):\n",
    "        kx[i] = hx * i\n",
    "        kx[i + int(nx / 2)] = hx * (i - int(nx / 2))\n",
    "    \n",
    "    kx[0] = eps\n",
    "    ky = kx.copy()\n",
    "    \n",
    "    for i in range(ny): # for y\n",
    "        for j in range(nx): # for x\n",
    "            data[i, j] = complex(f[i,j], 0)\n",
    "    e = np.fft.fft2(data)\n",
    "    e[0, 0] = 0.0\n",
    "\n",
    "    for i in range(ny): # for y\n",
    "        for j in range(nx): # for x\n",
    "            data1[i, j] = e[i, j] / (-kx[j]**2 - ky[i]**2)\n",
    "    return np.fft.ifft2(data1).real"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "f7354d25-6876-4273-a136-8b1d2cdbac89",
   "metadata": {},
   "outputs": [],
   "source": [
    "un = np.zeros((ny + 1, nx + 1))\n",
    "un[1:, 1:] = ps_fft()\n",
    "un[-1, :] = un[0, :]\n",
    "un[:, -1] = un[:, 0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "0506ae1a-082d-477b-8316-c7858581d5c7",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1000x400 with 4 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "titles = (\"Exact solution\", \"Numerical solution\")\n",
    "\n",
    "plt.figure(figsize=(10, 4), dpi=100)\n",
    "for i, result in enumerate([u, un]):\n",
    "    plt.subplot(1, 2, i+1)\n",
    "    plt.imshow(result, extent=[0, 1, 0, 1], cmap=\"jet\", origin=\"lower\")\n",
    "    plt.colorbar()\n",
    "    plt.title(titles[i])\n",
    "plt.tight_layout()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "gpytorch",
   "language": "python",
   "name": "gpytorch"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.0"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
